Dataset info
| Number of variables | 36 |
|---|---|
| Number of observations | 3142 |
| Missing cells | 62 (0.1%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 883.8 KiB |
| Average record size in memory | 288.0 B |
Variables types
| Numeric | 22 |
|---|---|
| Categorical | 0 |
| Boolean | 0 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 14 |
| Unsupported | 0 |
Warnings
aIPBRatioToPopulation has 2736 (87.1%) zeros | Zeros |
airInboundPopularityBucket has 2736 (87.1%) zeros | Zeros |
airQuality has 2592 (82.5%) zeros | Zeros |
allMeansofTransporttoWork is highly correlated with AERAFEmployement (ρ = 0.9221597717) | Rejected |
bicycleMeansofTransporttoWork is highly correlated with allMeansofTransporttoWork (ρ = 0.9279418419) | Rejected |
bicycleUsageRate has 816 (26.0%) zeros | Zeros |
bicycleUsageRate has 62 (2.0%) missing values | Missing |
familiesinPoverty is highly correlated with allMeansofTransporttoWork (ρ = 0.9210729052) | Rejected |
femalesEmployedInOwnBusines is highly correlated with familiesinPoverty (ρ = 0.9568038323) | Rejected |
lIBNonVRRatioToPopulation has 425 (13.5%) zeros | Zeros |
lIBVRRatioToPopulation has 1014 (32.3%) zeros | Zeros |
lodgingInventoryBucketNonVacationalRental has 425 (13.5%) zeros | Zeros |
lodgingInventoryBucketVacationalRental has 1014 (32.3%) zeros | Zeros |
malesEmployedInOwnBusines is highly correlated with femalesEmployedInOwnBusines (ρ = 0.9938180289) | Rejected |
medianHouseHoldIncome is highly correlated with malesEmployedInOwnBusines (ρ = 0.9515287715) | Rejected |
population2016 is highly correlated with medianHouseHoldIncome (ρ = 0.9705290068) | Rejected |
STATEFP is highly correlated with geoid (ρ = 0.99997546) | Rejected |
totalCivilLabour is highly correlated with population2016 (ρ = 0.9984817791) | Rejected |
totalEmployement is highly correlated with totalCivilLabour (ρ = 0.9998288863) | Rejected |
totalHousingUnits is highly correlated with totalEmployement (ρ = 0.9924259513) | Rejected |
totalPopulation is highly correlated with totalHousingUnits (ρ = 0.9935484959) | Rejected |
totalStructureBuiltYear is highly correlated with totalPopulation (ρ = 0.9935484959) | Rejected |
unEmployementinCivilLabour is highly correlated with totalStructureBuiltYear (ρ = 0.9755936784) | Rejected |
waterUsage has 91 (2.9%) zeros | Zeros |
AERAFEmployement
Numeric
| Distinct count | 2079 |
|---|---|
| Unique (%) | 66.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4556.42839 |
|---|---|
| Minimum | 0 |
| Maximum | 515900 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 62 |
| Q1 | 303 |
| Median | 854.5 |
| Q3 | 2694.5 |
| 95-th percentile | 19710.4 |
| Maximum | 515900 |
| Range | 515900 |
| Interquartile range | 2391.5 |
Descriptive statistics
| Standard deviation | 16588.22166 |
|---|---|
| Coef of variation | 3.640619416 |
| Kurtosis | 347.3123671 |
| Mean | 4556.42839 |
| MAD | 5861.54203 |
| Skewness | 14.77147891 |
| Sum | 14316298 |
| Variance | 275169098 |
| Memory size | 24.6 KiB |
| Value | Count | Frequency (%) | |
| 130 | 8 | 0.3% | |
| 119 | 8 | 0.3% | |
| 224 | 7 | 0.2% | |
| 167 | 7 | 0.2% | |
| 136 | 7 | 0.2% | |
| 56 | 7 | 0.2% | |
| 101 | 7 | 0.2% | |
| 11 | 7 | 0.2% | |
| 59 | 6 | 0.2% | |
| 299 | 6 | 0.2% | |
| Other values (2069) | 3072 | 97.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 515900 | 1 | < 0.1% | |
| 278701 | 1 | < 0.1% | |
| 245231 | 1 | < 0.1% | |
| 187330 | 1 | < 0.1% | |
| 185168 | 1 | < 0.1% |
AERAFEmployementRatio
Numeric
| Distinct count | 3132 |
|---|---|
| Unique (%) | 99.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 17.83443535 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7.966000037 |
| Q1 | 13.02923797 |
| Median | 16.92267526 |
| Q3 | 20.90122018 |
| 95-th percentile | 30.36841066 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range | 7.871982209 |
Descriptive statistics
| Standard deviation | 7.892620724 |
|---|---|
| Coef of variation | 0.4425495155 |
| Kurtosis | 10.71403794 |
| Mean | 17.83443535 |
| MAD | 5.419897605 |
| Skewness | 2.164717695 |
| Sum | 56035.79587 |
| Variance | 62.29346189 |
| Memory size | 24.6 KiB |
| Value | Count | Frequency (%) | |
| 21.57894737 | 2 | 0.1% | |
| 9.872721018 | 2 | 0.1% | |
| 9.921355112 | 2 | 0.1% | |
| 11.33141072 | 2 | 0.1% | |
| 15.03322894 | 2 | 0.1% | |
| 13.48684211 | 2 | 0.1% | |
| 13.69057084 | 2 | 0.1% | |
| 13.46378767 | 2 | 0.1% | |
| 12.69349845 | 2 | 0.1% | |
| 0 | 2 | 0.1% | |
| Other values (3122) | 3122 | 99.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.1% | |
| 1.580570547 | 1 | < 0.1% | |
| 1.934367792 | 1 | < 0.1% | |
| 1.973684211 | 1 | < 0.1% | |
| 2.012961508 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 1 | < 0.1% | |
| 75.39196411 | 1 | < 0.1% | |
| 74.66763795 | 1 | < 0.1% | |
| 69.48114968 | 1 | < 0.1% | |
| 68.1859688 | 1 | < 0.1% |
aIPBRatioToPopulation
Numeric
| Distinct count | 407 |
|---|---|
| Unique (%) | 13.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.5188831452 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros (%) | 87.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 2.910318863 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.844657924 |
|---|---|
| Coef of variation | 5.482270816 |
| Kurtosis | 520.5585219 |
| Mean | 0.5188831452 |
| MAD | 0.9112486366 |
| Skewness | 17.95942077 |
| Sum | 1630.330842 |
| Variance | 8.092078703 |
| Memory size | 24.6 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2736 | 87.1% | |
| 0.4374077304 | 1 | < 0.1% | |
| 3.116107047 | 1 | < 0.1% | |
| 2.670331556 | 1 | < 0.1% | |
| 13.59057803 | 1 | < 0.1% | |
| 7.417535946 | 1 | < 0.1% | |
| 1.94982047 | 1 | < 0.1% | |
| 1.034422563 | 1 | < 0.1% | |
| 0.5385753852 | 1 | < 0.1% | |
| 5.178318375 | 1 | < 0.1% | |
| Other values (397) | 397 | 12.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2736 | 87.1% | |
| 0.02541553825 | 1 | < 0.1% | |
| 0.02997429798 | 1 | < 0.1% | |
| 0.03097332162 | 1 | < 0.1% | |
| 0.05183012956 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 1 | < 0.1% | |
| 48.3995585 | 1 | < 0.1% | |
| 33.86972194 | 1 | < 0.1% | |
| 26.9459238 | 1 | < 0.1% | |
| 25.80854007 | 1 | < 0.1% |
airInboundPopularityBucket
Numeric
| Distinct count | 22 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.505251432 |
|---|---|
| Minimum | 0 |
| Maximum | 20 |
| Zeros (%) | 87.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 14.95 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 4.421632279 |
|---|---|
| Coef of variation | 2.9374709 |
| Kurtosis | 7.729601643 |
| Mean | 1.505251432 |
| MAD | 2.625997096 |
| Skewness | 2.983084813 |
| Sum | 4729.5 |
| Variance | 19.55083201 |
| Memory size | 24.6 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2736 | 87.1% | |
| 20 | 35 | 1.1% | |
| 18 | 30 | 1.0% | |
| 7 | 27 | 0.9% | |
| 15 | 26 | 0.8% | |
| 16 | 25 | 0.8% | |
| 19 | 23 | 0.7% | |
| 9 | 22 | 0.7% | |
| 8 | 21 | 0.7% | |
| 10 | 21 | 0.7% | |
| Other values (12) | 176 | 5.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2736 | 87.1% | |
| 1 | 14 | 0.4% | |
| 2 | 14 | 0.4% | |
| 3 | 16 | 0.5% | |
| 4 | 13 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20 | 35 | 1.1% | |
| 19 | 23 | 0.7% | |
| 18 | 30 | 1.0% | |
| 17 | 19 | 0.6% | |
| 16 | 25 | 0.8% |
airQuality
Numeric
| Distinct count | 106 |
|---|---|
| Unique (%) | 3.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.414449395 |
|---|---|
| Minimum | 0 |
| Maximum | 19.4 |
| Zeros (%) | 82.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 8.7 |
| Maximum | 19.4 |
| Range | 19.4 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 3.219895173 |
|---|---|
| Coef of variation | 2.276430096 |
| Kurtosis | 3.621232189 |
| Mean | 1.414449395 |
| MAD | 2.33370645 |
| Skewness | 2.132772648 |
| Sum | 4444.2 |
| Variance | 10.36772493 |
| Memory size | 24.6 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2592 | 82.5% | |
| 8.3 | 24 | 0.8% | |
| 8 | 18 | 0.6% | |
| 7.9 | 17 | 0.5% | |
| 7.7 | 17 | 0.5% | |
| 8.2 | 16 | 0.5% | |
| 8.4 | 16 | 0.5% | |
| 8.9 | 16 | 0.5% | |
| 8.1 | 15 | 0.5% | |
| 7 | 14 | 0.4% | |
| Other values (96) | 397 | 12.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2592 | 82.5% | |
| 2.6 | 1 | < 0.1% | |
| 2.7 | 1 | < 0.1% | |
| 3.2 | 1 | < 0.1% | |
| 3.4 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 19.4 | 1 | < 0.1% | |
| 18.6 | 1 | < 0.1% | |
| 17.7 | 1 | < 0.1% | |
| 17.6 | 1 | < 0.1% | |
| 17.3 | 1 | < 0.1% |
allMeansofTransporttoWork
Highly correlated
This variable is highly correlated with AERAFEmployement and should be ignored for analysis
| Correlation | 0.9221597717 |
|---|
bicycleMeansofTransporttoWork
Highly correlated
This variable is highly correlated with allMeansofTransporttoWork and should be ignored for analysis
| Correlation | 0.9279418419 |
|---|
bicycleUsageRate
Numeric
| Distinct count | 1900 |
|---|---|
| Unique (%) | 60.5% |
| Missing (%) | 2.0% |
| Missing (n) | 62 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 19.85430834 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros (%) | 26.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 13.94268846 |
| Q3 | 31.14004601 |
| 95-th percentile | 63.18351943 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range | 31.14004601 |
Descriptive statistics
| Standard deviation | 21.61139316 |
|---|---|
| Coef of variation | 1.088498919 |
| Kurtosis | 1.437565932 |
| Mean | 19.85430834 |
| MAD | 17.08886141 |
| Skewness | 1.301954803 |
| Sum | 61151.26969 |
| Variance | 467.0523143 |
| Memory size | 24.6 KiB |
| Value | Count | Frequency (%) | |
| 0 | 816 | 26.0% | |
| 100 | 23 | 0.7% | |
| 33.33333333 | 13 | 0.4% | |
| 50 | 12 | 0.4% | |
| 14.28571429 | 11 | 0.4% | |
| 25 | 9 | 0.3% | |
| 20 | 9 | 0.3% | |
| 18.18181818 | 8 | 0.3% | |
| 16.66666667 | 8 | 0.3% | |
| 28.57142857 | 7 | 0.2% | |
| Other values (1889) | 2164 | 68.9% | |
| (Missing) | 62 | 2.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 816 | 26.0% | |
| 0.2207505519 | 1 | < 0.1% | |
| 0.2770083102 | 1 | < 0.1% | |
| 0.3129890454 | 1 | < 0.1% | |
| 0.3571428571 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 23 | 0.7% | |
| 97.4025974 | 1 | < 0.1% | |
| 97.36308316 | 1 | < 0.1% | |
| 95.23809524 | 1 | < 0.1% | |
| 95.03546099 | 1 | < 0.1% |
COUNTYFP
Numeric
| Distinct count | 324 |
|---|---|
| Unique (%) | 10.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 103.5728835 |
|---|---|
| Minimum | 1 |
| Maximum | 840 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 35 |
| Median | 79 |
| Q3 | 133 |
| 95-th percentile | 298.9 |
| Maximum | 840 |
| Range | 839 |
| Interquartile range | 98 |
Descriptive statistics
| Standard deviation | 107.70406 |
|---|---|
| Coef of variation | 1.039886661 |
| Kurtosis | 11.3675668 |
| Mean | 103.5728835 |
| MAD | 70.45740326 |
| Skewness | 2.840168775 |
| Sum | 325426 |
| Variance | 11600.16454 |
| Memory size | 24.6 KiB |
| Value | Count | Frequency (%) | |
| 5 | 49 | 1.6% | |
| 1 | 49 | 1.6% | |
| 3 | 49 | 1.6% | |
| 9 | 48 | 1.5% | |
| 13 | 47 | 1.5% | |
| 7 | 47 | 1.5% | |
| 15 | 46 | 1.5% | |
| 11 | 46 | 1.5% | |
| 19 | 45 | 1.4% | |
| 17 | 45 | 1.4% | |
| Other values (314) | 2671 | 85.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 49 | 1.6% | |
| 3 | 49 | 1.6% | |
| 5 | 49 | 1.6% | |
| 6 | 1 | < 0.1% | |
| 7 | 47 | 1.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 840 | 1 | < 0.1% | |
| 830 | 1 | < 0.1% | |
| 820 | 1 | < 0.1% | |
| 810 | 1 | < 0.1% | |
| 800 | 1 | < 0.1% |
CustomerSatisfactionAvgReviewRating
Numeric
| Distinct count | 287 |
|---|---|
| Unique (%) | 9.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.267188097 |
|---|---|
| Minimum | 2.15 |
| Maximum | 5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2.15 |
|---|---|
| 5-th percentile | 3.875 |
| Q1 | 4.2 |
| Median | 4.255 |
| Q3 | 4.41 |
| 95-th percentile | 4.6 |
| Maximum | 5 |
| Range | 2.85 |
| Interquartile range | 0.21 |
Descriptive statistics
| Standard deviation | 0.2406976964 |
|---|---|
| Coef of variation | 0.05640662912 |
| Kurtosis | 8.290185976 |
| Mean | 4.267188097 |
| MAD | 0.165388309 |
| Skewness | -1.580525494 |
| Sum | 13407.505 |
| Variance | 0.05793538104 |
| Memory size | 24.6 KiB |
| Value | Count | Frequency (%) | |
| 4.2 | 584 | 18.6% | |
| 4.25 | 104 | 3.3% | |
| 4.415 | 44 | 1.4% | |
| 4.375 | 41 | 1.3% | |
| 4.5 | 39 | 1.2% | |
| 4.315 | 37 | 1.2% | |
| 4.75 | 36 | 1.1% | |
| 4.32 | 33 | 1.1% | |
| 4.335 | 33 | 1.1% | |
| 4.45 | 33 | 1.1% | |
| Other values (277) | 2158 | 68.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.15 | 1 | < 0.1% | |
| 2.265 | 1 | < 0.1% | |
| 2.75 | 5 | 0.2% | |
| 2.875 | 1 | < 0.1% | |
| 2.93 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5 | 5 | 0.2% | |
| 4.945 | 1 | < 0.1% | |
| 4.93 | 1 | < 0.1% | |
| 4.89 | 1 | < 0.1% | |
| 4.885 | 1 | < 0.1% |
CustomerSatisfactionAvgStarRating
Numeric
| Distinct count | 210 |
|---|---|
| Unique (%) | 6.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.772529267 |
|---|---|
| Minimum | 1 |
| Maximum | 4 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2.6 |
| Median | 2.8 |
| Q3 | 3 |
| 95-th percentile | 3.19 |
| Maximum | 4 |
| Range | 3 |
| Interquartile range | 0.4 |
Descriptive statistics
| Standard deviation | 0.3292726818 |
|---|---|
| Coef of variation | 0.118762563 |
| Kurtosis | 1.699441656 |
| Mean | 2.772529267 |
| MAD | 0.2484839076 |
| Skewness | -0.2168153059 |
| Sum | 8711.286957 |
| Variance | 0.108420499 |
| Memory size | 24.6 KiB |
| Value | Count | Frequency (%) | |
| 3 | 762 | 24.3% | |
| 2.5 | 232 | 7.4% | |
| 2 | 195 | 6.2% | |
| 2.67 | 167 | 5.3% | |
| 2.75 | 110 | 3.5% | |
| 2.33 | 68 | 2.2% | |
| 2.8 | 64 | 2.0% | |
| 2.6 | 64 | 2.0% | |
| 2.83 | 50 | 1.6% | |
| 2.71 | 44 | 1.4% | |
| Other values (200) | 1386 | 44.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 1 | < 0.1% | |
| 2 | 195 | 6.2% | |
| 2.13 | 1 | < 0.1% | |
| 2.17 | 6 | 0.2% | |
| 2.2 | 6 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4 | 22 | 0.7% | |
| 3.85 | 1 | < 0.1% | |
| 3.83 | 1 | < 0.1% | |
| 3.82 | 1 | < 0.1% | |
| 3.75 | 3 | 0.1% |
familiesinPoverty
Highly correlated
This variable is highly correlated with allMeansofTransporttoWork and should be ignored for analysis
| Correlation | 0.9210729052 |
|---|
familiesUnderPovertyScale
Numeric
| Distinct count | 3140 |
|---|---|
| Unique (%) | 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 77.66510783 |
|---|---|
| Minimum | 34.12664636 |
| Maximum | 100 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 34.12664636 |
|---|---|
| 5-th percentile | 63.83661934 |
| Q1 | 73.85087855 |
| Median | 78.61085639 |
| Q3 | 82.4841462 |
| 95-th percentile | 88.3714231 |
| Maximum | 100 |
| Range | 65.87335364 |
| Interquartile range | 8.633267647 |
Descriptive statistics
| Standard deviation | 7.503240848 |
|---|---|
| Coef of variation | 0.09661019031 |
| Kurtosis | 2.215735676 |
| Mean | 77.66510783 |
| MAD | 5.630727446 |
| Skewness | -0.888111194 |
| Sum | 244023.7688 |
| Variance | 56.29862322 |
| Memory size | 24.6 KiB |
| Value | Count | Frequency (%) | |
| 80.52120893 | 2 | 0.1% | |
| 84.10924891 | 2 | 0.1% | |
| 62.43495266 | 1 | < 0.1% | |
| 81.30609855 | 1 | < 0.1% | |
| 75.00125135 | 1 | < 0.1% | |
| 75.87240449 | 1 | < 0.1% | |
| 73.06883643 | 1 | < 0.1% | |
| 82.52701708 | 1 | < 0.1% | |
| 72.0273032 | 1 | < 0.1% | |
| 80.41917418 | 1 | < 0.1% | |
| Other values (3130) | 3130 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 34.12664636 | 1 | < 0.1% | |
| 36.93505904 | 1 | < 0.1% | |
| 42.39983383 | 1 | < 0.1% | |
| 42.87517512 | 1 | < 0.1% | |
| 43.1479566 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 1 | < 0.1% | |
| 99.65832318 | 1 | < 0.1% | |
| 98.0103972 | 1 | < 0.1% | |
| 97.76087427 | 1 | < 0.1% | |
| 97.56408795 | 1 | < 0.1% |
femalesEmployedInOwnBusines
Highly correlated
This variable is highly correlated with familiesinPoverty and should be ignored for analysis
| Correlation | 0.9568038323 |
|---|
geoid
Numeric
| Distinct count | 3142 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 30383.64927 |
|---|---|
| Minimum | 1001 |
| Maximum | 56045 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1001 |
|---|---|
| 5-th percentile | 5093.1 |
| Q1 | 18177.5 |
| Median | 29176 |
| Q3 | 45080.5 |
| 95-th percentile | 53062.9 |
| Maximum | 56045 |
| Range | 55044 |
| Interquartile range | 26903 |
Descriptive statistics
| Standard deviation | 15162.50837 |
|---|---|
| Coef of variation | 0.4990351304 |
| Kurtosis | -1.098053508 |
| Mean | 30383.64927 |
| MAD | 13054.5569 |
| Skewness | -0.07966181271 |
| Sum | 95465426 |
| Variance | 229901660.2 |
| Memory size | 24.6 KiB |
| Value | Count | Frequency (%) | |
| 47103 | 1 | < 0.1% | |
| 28035 | 1 | < 0.1% | |
| 28033 | 1 | < 0.1% | |
| 28031 | 1 | < 0.1% | |
| 28029 | 1 | < 0.1% | |
| 28027 | 1 | < 0.1% | |
| 48415 | 1 | < 0.1% | |
| 28025 | 1 | < 0.1% | |
| 28023 | 1 | < 0.1% | |
| 5147 | 1 | < 0.1% | |
| Other values (3132) | 3132 | 99.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1001 | 1 | < 0.1% | |
| 1003 | 1 | < 0.1% | |
| 1005 | 1 | < 0.1% | |
| 1007 | 1 | < 0.1% | |
| 1009 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 56045 | 1 | < 0.1% | |
| 56043 | 1 | < 0.1% | |
| 56041 | 1 | < 0.1% | |
| 56039 | 1 | < 0.1% | |
| 56037 | 1 | < 0.1% |
lIBNonVRRatioToPopulation
Numeric
| Distinct count | 2703 |
|---|---|
| Unique (%) | 86.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.462512466 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros (%) | 13.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.4955847397 |
| Median | 1.483587001 |
| Q3 | 2.851868508 |
| 95-th percentile | 8.593529739 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range | 2.356283768 |
Descriptive statistics
| Standard deviation | 4.13778881 |
|---|---|
| Coef of variation | 1.680311823 |
| Kurtosis | 130.6893548 |
| Mean | 2.462512466 |
| MAD | 2.127512599 |
| Skewness | 8.165588871 |
| Sum | 7737.214167 |
| Variance | 17.12129624 |
| Memory size | 24.6 KiB |
| Value | Count | Frequency (%) | |
| 0 | 425 | 13.5% | |
| 3.533175685 | 2 | 0.1% | |
| 1.801375854 | 2 | 0.1% | |
| 2.03841421 | 2 | 0.1% | |
| 1.489969106 | 2 | 0.1% | |
| 9.837970434 | 2 | 0.1% | |
| 2.414486922 | 2 | 0.1% | |
| 2.303042515 | 2 | 0.1% | |
| 3.257245448 | 2 | 0.1% | |
| 3.278829604 | 2 | 0.1% | |
| Other values (2693) | 2699 | 85.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 425 | 13.5% | |
| 0.01077204977 | 1 | < 0.1% | |
| 0.02101289257 | 1 | < 0.1% | |
| 0.02316790164 | 1 | < 0.1% | |
| 0.02467954805 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 1 | < 0.1% | |
| 64.51662562 | 1 | < 0.1% | |
| 46.29404617 | 1 | < 0.1% | |
| 39.65170332 | 1 | < 0.1% | |
| 38.87755102 | 1 | < 0.1% |
lIBVRRatioToPopulation
Numeric
| Distinct count | 2116 |
|---|---|
| Unique (%) | 67.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.365931507 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros (%) | 32.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0.3855209686 |
| Q3 | 1.435689713 |
| 95-th percentile | 5.331483861 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range | 1.435689713 |
Descriptive statistics
| Standard deviation | 3.958270019 |
|---|---|
| Coef of variation | 2.897853955 |
| Kurtosis | 283.861261 |
| Mean | 1.365931507 |
| MAD | 1.565502055 |
| Skewness | 14.09323467 |
| Sum | 4291.756795 |
| Variance | 15.66790155 |
| Memory size | 24.6 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1014 | 32.3% | |
| 1.390853586 | 2 | 0.1% | |
| 1.569984856 | 2 | 0.1% | |
| 6.396373709 | 2 | 0.1% | |
| 1.607103312 | 2 | 0.1% | |
| 6.83457109 | 2 | 0.1% | |
| 1.824625257 | 2 | 0.1% | |
| 0.3794612845 | 2 | 0.1% | |
| 0.7598572027 | 2 | 0.1% | |
| 1.291278424 | 2 | 0.1% | |
| Other values (2106) | 2110 | 67.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1014 | 32.3% | |
| 0.007937299831 | 1 | < 0.1% | |
| 0.015483184 | 1 | < 0.1% | |
| 0.01707108542 | 1 | < 0.1% | |
| 0.01818493014 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 1 | < 0.1% | |
| 89.01291453 | 1 | < 0.1% | |
| 77.52306023 | 1 | < 0.1% | |
| 72.8524308 | 1 | < 0.1% | |
| 35.06045346 | 1 | < 0.1% |
lodgingInventoryBucketNonVacationalRental
Numeric
| Distinct count | 20 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.73201782 |
|---|---|
| Minimum | 0 |
| Maximum | 20 |
| Zeros (%) | 13.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| Median | 12 |
| Q3 | 16 |
| 95-th percentile | 20 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 6.362206317 |
|---|---|
| Coef of variation | 0.5928247997 |
| Kurtosis | -1.092005832 |
| Mean | 10.73201782 |
| MAD | 5.441691204 |
| Skewness | -0.2988767515 |
| Sum | 33720 |
| Variance | 40.47766922 |
| Memory size | 24.6 KiB |
| Value | Count | Frequency (%) | |
| 0 | 425 | 13.5% | |
| 4 | 296 | 9.4% | |
| 12 | 227 | 7.2% | |
| 7 | 227 | 7.2% | |
| 15 | 213 | 6.8% | |
| 20 | 195 | 6.2% | |
| 19 | 192 | 6.1% | |
| 8 | 192 | 6.1% | |
| 17 | 181 | 5.8% | |
| 10 | 176 | 5.6% | |
| Other values (10) | 818 | 26.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 425 | 13.5% | |
| 1 | 14 | 0.4% | |
| 2 | 11 | 0.4% | |
| 4 | 296 | 9.4% | |
| 5 | 38 | 1.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20 | 195 | 6.2% | |
| 19 | 192 | 6.1% | |
| 18 | 160 | 5.1% | |
| 17 | 181 | 5.8% | |
| 16 | 164 | 5.2% |
lodgingInventoryBucketVacationalRental
Numeric
| Distinct count | 20 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.299172502 |
|---|---|
| Minimum | 0 |
| Maximum | 20 |
| Zeros (%) | 32.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 7 |
| Q3 | 15 |
| 95-th percentile | 20 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range | 15 |
Descriptive statistics
| Standard deviation | 7.531844268 |
|---|---|
| Coef of variation | 0.9075415973 |
| Kurtosis | -1.439007645 |
| Mean | 8.299172502 |
| MAD | 6.749730252 |
| Skewness | 0.2889876633 |
| Sum | 26076 |
| Variance | 56.72867808 |
| Memory size | 24.6 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1014 | 32.3% | |
| 20 | 374 | 11.9% | |
| 4 | 327 | 10.4% | |
| 7 | 216 | 6.9% | |
| 8 | 132 | 4.2% | |
| 12 | 125 | 4.0% | |
| 15 | 125 | 4.0% | |
| 19 | 118 | 3.8% | |
| 10 | 107 | 3.4% | |
| 17 | 103 | 3.3% | |
| Other values (10) | 501 | 15.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1014 | 32.3% | |
| 1 | 25 | 0.8% | |
| 2 | 23 | 0.7% | |
| 4 | 327 | 10.4% | |
| 5 | 34 | 1.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20 | 374 | 11.9% | |
| 19 | 118 | 3.8% | |
| 18 | 101 | 3.2% | |
| 17 | 103 | 3.3% | |
| 16 | 88 | 2.8% |
malesEmployedInOwnBusines
Highly correlated
This variable is highly correlated with femalesEmployedInOwnBusines and should be ignored for analysis
| Correlation | 0.9938180289 |
|---|
medianHouseHoldIncome
Highly correlated
This variable is highly correlated with malesEmployedInOwnBusines and should be ignored for analysis
| Correlation | 0.9515287715 |
|---|
minorityPopulationRatio
Numeric
| Distinct count | 3138 |
|---|---|
| Unique (%) | 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 14.320714 |
|---|---|
| Minimum | 0.4342773098 |
| Maximum | 100 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.4342773098 |
|---|---|
| 5-th percentile | 1.516192041 |
| Q1 | 3.041150696 |
| Median | 6.886645442 |
| Q3 | 18.77413148 |
| 95-th percentile | 53.0904541 |
| Maximum | 100 |
| Range | 99.56572269 |
| Interquartile range | 15.73298078 |
Descriptive statistics
| Standard deviation | 17.1208616 |
|---|---|
| Coef of variation | 1.195531284 |
| Kurtosis | 3.842639594 |
| Mean | 14.320714 |
| MAD | 12.63926023 |
| Skewness | 1.974040623 |
| Sum | 44995.6834 |
| Variance | 293.1239019 |
| Memory size | 24.6 KiB |
| Value | Count | Frequency (%) | |
| 1.483780809 | 2 | 0.1% | |
| 1.853756104 | 2 | 0.1% | |
| 2.341528071 | 2 | 0.1% | |
| 2.391006789 | 2 | 0.1% | |
| 15.06750337 | 1 | < 0.1% | |
| 21.48300937 | 1 | < 0.1% | |
| 2.552434421 | 1 | < 0.1% | |
| 3.08076874 | 1 | < 0.1% | |
| 22.73059225 | 1 | < 0.1% | |
| 16.59058998 | 1 | < 0.1% | |
| Other values (3128) | 3128 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.4342773098 | 1 | < 0.1% | |
| 0.4856009919 | 1 | < 0.1% | |
| 0.5308433203 | 1 | < 0.1% | |
| 0.645187025 | 1 | < 0.1% | |
| 0.6733122997 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 1 | < 0.1% | |
| 99.39599701 | 1 | < 0.1% | |
| 94.98852195 | 1 | < 0.1% | |
| 93.10139435 | 1 | < 0.1% | |
| 91.76568503 | 1 | < 0.1% |
population2016
Highly correlated
This variable is highly correlated with medianHouseHoldIncome and should be ignored for analysis
| Correlation | 0.9705290068 |
|---|
STATEFP
Highly correlated
This variable is highly correlated with geoid and should be ignored for analysis
| Correlation | 0.99997546 |
|---|
structureBuiltYearBefore1939
Numeric
| Distinct count | 2263 |
|---|---|
| Unique (%) | 72.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5556.381604 |
|---|---|
| Minimum | 0 |
| Maximum | 661241 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 186.05 |
| Q1 | 590 |
| Median | 1323.5 |
| Q3 | 3273.5 |
| 95-th percentile | 17477.35 |
| Maximum | 661241 |
| Range | 661241 |
| Interquartile range | 2683.5 |
Descriptive statistics
| Standard deviation | 24325.56975 |
|---|---|
| Coef of variation | 4.377951603 |
| Kurtosis | 331.9129763 |
| Mean | 5556.381604 |
| MAD | 6889.191171 |
| Skewness | 15.85328472 |
| Sum | 17458151 |
| Variance | 591733343.7 |
| Memory size | 24.6 KiB |
| Value | Count | Frequency (%) | |
| 404 | 7 | 0.2% | |
| 239 | 6 | 0.2% | |
| 606 | 6 | 0.2% | |
| 403 | 6 | 0.2% | |
| 767 | 6 | 0.2% | |
| 614 | 6 | 0.2% | |
| 714 | 6 | 0.2% | |
| 706 | 5 | 0.2% | |
| 573 | 5 | 0.2% | |
| 1110 | 5 | 0.2% | |
| Other values (2253) | 3084 | 98.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 5 | 2 | 0.1% | |
| 6 | 1 | < 0.1% | |
| 11 | 2 | 0.1% | |
| 15 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 661241 | 1 | < 0.1% | |
| 523685 | 1 | < 0.1% | |
| 522995 | 1 | < 0.1% | |
| 377203 | 1 | < 0.1% | |
| 271441 | 1 | < 0.1% |
structureBuiltYearBefore1939Ratio
Numeric
| Distinct count | 3139 |
|---|---|
| Unique (%) | 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 26.98375779 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.990889246 |
| Q1 | 10.46551484 |
| Median | 20.43332234 |
| Q3 | 41.16768635 |
| 95-th percentile | 65.89109915 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range | 30.70217152 |
Descriptive statistics
| Standard deviation | 20.20045372 |
|---|---|
| Coef of variation | 0.7486152918 |
| Kurtosis | -0.2288428357 |
| Mean | 26.98375779 |
| MAD | 16.96293732 |
| Skewness | 0.8348501793 |
| Sum | 84782.96699 |
| Variance | 408.0583303 |
| Memory size | 24.6 KiB |
| Value | Count | Frequency (%) | |
| 48.806126 | 2 | 0.1% | |
| 44.06108597 | 2 | 0.1% | |
| 12.13697313 | 2 | 0.1% | |
| 6.215345731 | 1 | < 0.1% | |
| 18.5756202 | 1 | < 0.1% | |
| 44.83690352 | 1 | < 0.1% | |
| 14.02752559 | 1 | < 0.1% | |
| 2.656011195 | 1 | < 0.1% | |
| 49.09204052 | 1 | < 0.1% | |
| 23.92471966 | 1 | < 0.1% | |
| Other values (3129) | 3129 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 0.4512015631 | 1 | < 0.1% | |
| 0.469984917 | 1 | < 0.1% | |
| 0.5324602534 | 1 | < 0.1% | |
| 0.5404057969 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 1 | < 0.1% | |
| 98.70659169 | 1 | < 0.1% | |
| 94.90810118 | 1 | < 0.1% | |
| 92.73321583 | 1 | < 0.1% | |
| 92.38502087 | 1 | < 0.1% |
totalCivilLabour
Highly correlated
This variable is highly correlated with population2016 and should be ignored for analysis
| Correlation | 0.9984817791 |
|---|
totalEmployement
Highly correlated
This variable is highly correlated with totalCivilLabour and should be ignored for analysis
| Correlation | 0.9998288863 |
|---|
totalHousingUnits
Highly correlated
This variable is highly correlated with totalEmployement and should be ignored for analysis
| Correlation | 0.9924259513 |
|---|
totalPopulation
Highly correlated
This variable is highly correlated with totalHousingUnits and should be ignored for analysis
| Correlation | 0.9935484959 |
|---|
totalStructureBuiltYear
Highly correlated
This variable is highly correlated with totalPopulation and should be ignored for analysis
| Correlation | 0.9935484959 |
|---|
unEmployementinCivilLabour
Highly correlated
This variable is highly correlated with totalStructureBuiltYear and should be ignored for analysis
| Correlation | 0.9755936784 |
|---|
unEmployementRate
Numeric
| Distinct count | 3128 |
|---|---|
| Unique (%) | 99.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 23.69259935 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros (%) | 0.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7.900701106 |
| Q1 | 16.53996766 |
| Median | 22.62536644 |
| Q3 | 29.38464567 |
| 95-th percentile | 42.17396773 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range | 12.84467801 |
Descriptive statistics
| Standard deviation | 11.0200942 |
|---|---|
| Coef of variation | 0.4651281203 |
| Kurtosis | 4.229084566 |
| Mean | 23.69259935 |
| MAD | 8.172402471 |
| Skewness | 1.228083999 |
| Sum | 74442.14716 |
| Variance | 121.4424762 |
| Memory size | 24.6 KiB |
| Value | Count | Frequency (%) | |
| 0 | 8 | 0.3% | |
| 8.847991352 | 2 | 0.1% | |
| 12.31048704 | 2 | 0.1% | |
| 25.58394224 | 2 | 0.1% | |
| 3.957686188 | 2 | 0.1% | |
| 11.84899968 | 2 | 0.1% | |
| 12.27817605 | 2 | 0.1% | |
| 24.53741014 | 2 | 0.1% | |
| 25.69110539 | 1 | < 0.1% | |
| 18.59407407 | 1 | < 0.1% | |
| Other values (3118) | 3118 | 99.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 8 | 0.3% | |
| 0.8775884203 | 1 | < 0.1% | |
| 1.046646174 | 1 | < 0.1% | |
| 1.121281178 | 1 | < 0.1% | |
| 1.160886361 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 1 | < 0.1% | |
| 93.98677741 | 1 | < 0.1% | |
| 90.13362769 | 1 | < 0.1% | |
| 88.27559875 | 1 | < 0.1% | |
| 88.18422823 | 1 | < 0.1% |
vacantHousingUnits
Numeric
| Distinct count | 2508 |
|---|---|
| Unique (%) | 79.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5200.083386 |
|---|---|
| Minimum | 27 |
| Maximum | 225736 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 27 |
|---|---|
| 5-th percentile | 318.05 |
| Q1 | 922.25 |
| Median | 1987 |
| Q3 | 4557.5 |
| 95-th percentile | 18694.05 |
| Maximum | 225736 |
| Range | 225709 |
| Interquartile range | 3635.25 |
Descriptive statistics
| Standard deviation | 12793.63021 |
|---|---|
| Coef of variation | 2.46027405 |
| Kurtosis | 107.2240346 |
| Mean | 5200.083386 |
| MAD | 5327.154019 |
| Skewness | 8.800528718 |
| Sum | 16338662 |
| Variance | 163676974 |
| Memory size | 24.6 KiB |
| Value | Count | Frequency (%) | |
| 649 | 5 | 0.2% | |
| 1333 | 4 | 0.1% | |
| 1382 | 4 | 0.1% | |
| 811 | 4 | 0.1% | |
| 1060 | 4 | 0.1% | |
| 352 | 4 | 0.1% | |
| 183 | 4 | 0.1% | |
| 1050 | 4 | 0.1% | |
| 770 | 4 | 0.1% | |
| 354 | 4 | 0.1% | |
| Other values (2498) | 3101 | 98.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 27 | 1 | < 0.1% | |
| 43 | 1 | < 0.1% | |
| 45 | 1 | < 0.1% | |
| 49 | 1 | < 0.1% | |
| 61 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 225736 | 1 | < 0.1% | |
| 214572 | 1 | < 0.1% | |
| 208273 | 1 | < 0.1% | |
| 151398 | 1 | < 0.1% | |
| 151211 | 1 | < 0.1% |
vacantHousingUnitsRatio
Numeric
| Distinct count | 3141 |
|---|---|
| Unique (%) | > 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 21.20183577 |
|---|---|
| Minimum | 3.521508094 |
| Maximum | 100 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 3.521508094 |
|---|---|
| 5-th percentile | 7.321098846 |
| Q1 | 12.42339891 |
| Median | 17.95421241 |
| Q3 | 26.24585225 |
| 95-th percentile | 47.18727809 |
| Maximum | 100 |
| Range | 96.47849191 |
| Interquartile range | 13.82245334 |
Descriptive statistics
| Standard deviation | 12.73893806 |
|---|---|
| Coef of variation | 0.6008412763 |
| Kurtosis | 4.126048547 |
| Mean | 21.20183577 |
| MAD | 9.369977781 |
| Skewness | 1.720924979 |
| Sum | 66616.16799 |
| Variance | 162.280543 |
| Memory size | 24.6 KiB |
| Value | Count | Frequency (%) | |
| 15.18768279 | 2 | 0.1% | |
| 17.27920523 | 1 | < 0.1% | |
| 29.98463732 | 1 | < 0.1% | |
| 9.855759749 | 1 | < 0.1% | |
| 28.05816282 | 1 | < 0.1% | |
| 21.60379237 | 1 | < 0.1% | |
| 9.109105101 | 1 | < 0.1% | |
| 10.17155072 | 1 | < 0.1% | |
| 20.75276361 | 1 | < 0.1% | |
| 17.45048288 | 1 | < 0.1% | |
| Other values (3131) | 3131 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 3.521508094 | 1 | < 0.1% | |
| 3.596262297 | 1 | < 0.1% | |
| 3.621891007 | 1 | < 0.1% | |
| 3.855908019 | 1 | < 0.1% | |
| 4.099767036 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 1 | < 0.1% | |
| 94.84296842 | 1 | < 0.1% | |
| 93.88749363 | 1 | < 0.1% | |
| 91.48280028 | 1 | < 0.1% | |
| 91.29228311 | 1 | < 0.1% |
waterUsage
Numeric
| Distinct count | 1266 |
|---|---|
| Unique (%) | 40.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.22749523 |
|---|---|
| Minimum | 0 |
| Maximum | 1256.44 |
| Zeros (%) | 2.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.08 |
| Q1 | 0.8025 |
| Median | 2.25 |
| Q3 | 6.9675 |
| 95-th percentile | 48.291 |
| Maximum | 1256.44 |
| Range | 1256.44 |
| Interquartile range | 6.165 |
Descriptive statistics
| Standard deviation | 46.55201787 |
|---|---|
| Coef of variation | 3.807158949 |
| Kurtosis | 241.471965 |
| Mean | 12.22749523 |
| MAD | 15.96011616 |
| Skewness | 12.71515 |
| Sum | 38418.79 |
| Variance | 2167.090368 |
| Memory size | 24.6 KiB |
| Value | Count | Frequency (%) | |
| 0 | 91 | 2.9% | |
| 0.37 | 15 | 0.5% | |
| 0.81 | 15 | 0.5% | |
| 0.53 | 14 | 0.4% | |
| 0.67 | 14 | 0.4% | |
| 0.21 | 13 | 0.4% | |
| 0.24 | 13 | 0.4% | |
| 0.04 | 13 | 0.4% | |
| 0.48 | 13 | 0.4% | |
| 0.55 | 12 | 0.4% | |
| Other values (1256) | 2929 | 93.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 91 | 2.9% | |
| 0.01 | 12 | 0.4% | |
| 0.02 | 7 | 0.2% | |
| 0.03 | 10 | 0.3% | |
| 0.04 | 13 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1256.44 | 1 | < 0.1% | |
| 834.08 | 1 | < 0.1% | |
| 776.54 | 1 | < 0.1% | |
| 561.79 | 1 | < 0.1% | |
| 466.55 | 1 | < 0.1% |
First rows
| AERAFEmployement | AERAFEmployementRatio | aIPBRatioToPopulation | airInboundPopularityBucket | airQuality | allMeansofTransporttoWork | bicycleMeansofTransporttoWork | bicycleUsageRate | COUNTYFP | CustomerSatisfactionAvgReviewRating | CustomerSatisfactionAvgStarRating | familiesinPoverty | familiesUnderPovertyScale | femalesEmployedInOwnBusines | geoid | lIBNonVRRatioToPopulation | lIBVRRatioToPopulation | lodgingInventoryBucketNonVacationalRental | lodgingInventoryBucketVacationalRental | malesEmployedInOwnBusines | medianHouseHoldIncome | minorityPopulationRatio | population2016 | STATEFP | structureBuiltYearBefore1939 | structureBuiltYearBefore1939Ratio | totalCivilLabour | totalEmployement | totalHousingUnits | totalPopulation | totalStructureBuiltYear | unEmployementinCivilLabour | unEmployementRate | vacantHousingUnits | vacantHousingUnitsRatio | waterUsage | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1855 | 16.498618 | 0.0 | 0.0 | 0.0 | 352 | 13 | 3.693182 | 1 | 4.185 | 2.250000 | 14653 | 80.597834 | 201 | 1001 | 0.978914 | 0.288522 | 10.0 | 4.0 | 366 | 1638803 | 22.912793 | 55049 | 1 | 656 | 5.090089 | 25699 | 24262 | 22714 | 55601 | 22714 | 1437 | 18.684064 | 1914 | 9.811749 | 3.64 |
| 1 | 9241 | 22.724129 | 0.0 | 0.0 | 0.0 | 1158 | 268 | 23.143351 | 3 | 4.415 | 2.880000 | 50190 | 76.172601 | 1278 | 1003 | 0.499294 | 0.367901 | 20.0 | 20.0 | 3304 | 4752609 | 11.676857 | 199510 | 1 | 2404 | 3.938421 | 93640 | 87753 | 107579 | 218022 | 107579 | 5887 | 21.006971 | 32430 | 35.100843 | 23.67 |
| 2 | 618 | 14.829078 | 0.0 | 0.0 | 0.0 | 153 | 0 | 0.000000 | 5 | 3.870 | 2.710000 | 5968 | 67.899241 | 76 | 1005 | 2.843822 | 0.644753 | 13.0 | 4.0 | 216 | 777500 | 53.091933 | 26614 | 1 | 872 | 13.021951 | 10316 | 8993 | 11802 | 24881 | 11802 | 1323 | 42.852810 | 2680 | 26.440964 | 3.23 |
| 3 | 402 | 10.383932 | 0.0 | 0.0 | 0.0 | 120 | 0 | 0.000000 | 7 | 4.200 | 2.000000 | 5272 | 70.721525 | 6 | 1007 | 0.971939 | 0.000000 | 4.0 | 0.0 | 50 | 632309 | 23.593705 | 22572 | 1 | 536 | 10.529087 | 8997 | 8354 | 8972 | 22400 | 8972 | 643 | 23.880535 | 1924 | 24.969733 | 5.18 |
| 4 | 1112 | 11.112763 | 0.0 | 0.0 | 0.0 | 95 | 0 | 0.000000 | 9 | 4.200 | 2.000000 | 15439 | 81.013893 | 227 | 1009 | 0.376408 | 0.000000 | 4.0 | 0.0 | 441 | 1656471 | 2.923849 | 57704 | 1 | 1068 | 7.892200 | 22960 | 21593 | 23850 | 57840 | 23850 | 1367 | 19.894243 | 3231 | 15.774176 | 56.86 |
| 5 | 232 | 11.994048 | 0.0 | 0.0 | 0.0 | 112 | 0 | 0.000000 | 11 | 4.200 | 2.934783 | 2318 | 66.515813 | 36 | 1011 | 0.000000 | 1.582374 | 0.0 | 4.0 | 96 | 226588 | 77.431756 | 10552 | 1 | 535 | 21.131942 | 4812 | 4174 | 4462 | 10138 | 4462 | 638 | 44.302257 | 906 | 23.642681 | 2.11 |
| 6 | 628 | 17.351574 | 0.0 | 0.0 | 0.0 | 49 | 0 | 0.000000 | 13 | 4.200 | 2.860000 | 5139 | 76.728538 | 29 | 1013 | 3.318815 | 0.000000 | 12.0 | 0.0 | 131 | 694883 | 49.844178 | 20280 | 1 | 948 | 16.852899 | 8659 | 7810 | 9914 | 19680 | 9914 | 849 | 32.762026 | 2239 | 26.296823 | 2.28 |
| 7 | 4445 | 20.403833 | 0.0 | 0.0 | 0.0 | 522 | 15 | 2.873563 | 15 | 4.110 | 2.670000 | 30700 | 80.216720 | 502 | 1015 | 0.857315 | 0.000000 | 18.0 | 0.0 | 948 | 3834124 | 24.304313 | 115883 | 1 | 3352 | 11.078480 | 53228 | 47010 | 53326 | 114277 | 53326 | 6218 | 39.033848 | 8255 | 18.025037 | 25.25 |
| 8 | 842 | 12.949522 | 0.0 | 0.0 | 0.0 | 44 | 0 | 0.000000 | 17 | 4.360 | 2.330000 | 8654 | 77.029019 | 87 | 1017 | 1.295340 | 0.477231 | 8.0 | 4.0 | 248 | 1252735 | 44.525342 | 34018 | 1 | 2087 | 21.758175 | 15167 | 14031 | 16905 | 33615 | 16905 | 1136 | 25.027037 | 3054 | 21.035457 | 4.20 |
| 9 | 624 | 13.210304 | 0.0 | 0.0 | 0.0 | 28 | 0 | 0.000000 | 19 | 4.625 | 2.000000 | 7919 | 92.590652 | 87 | 1019 | 1.463583 | 2.310921 | 7.0 | 15.0 | 146 | 808893 | 5.651044 | 25897 | 1 | 648 | 7.023760 | 10827 | 10193 | 16260 | 26032 | 16260 | 634 | 19.566445 | 5261 | 37.674358 | 3.20 |
Last rows
| AERAFEmployement | AERAFEmployementRatio | aIPBRatioToPopulation | airInboundPopularityBucket | airQuality | allMeansofTransporttoWork | bicycleMeansofTransporttoWork | bicycleUsageRate | COUNTYFP | CustomerSatisfactionAvgReviewRating | CustomerSatisfactionAvgStarRating | familiesinPoverty | familiesUnderPovertyScale | femalesEmployedInOwnBusines | geoid | lIBNonVRRatioToPopulation | lIBVRRatioToPopulation | lodgingInventoryBucketNonVacationalRental | lodgingInventoryBucketVacationalRental | malesEmployedInOwnBusines | medianHouseHoldIncome | minorityPopulationRatio | population2016 | STATEFP | structureBuiltYearBefore1939 | structureBuiltYearBefore1939Ratio | totalCivilLabour | totalEmployement | totalHousingUnits | totalPopulation | totalStructureBuiltYear | unEmployementinCivilLabour | unEmployementRate | vacantHousingUnits | vacantHousingUnitsRatio | waterUsage | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3132 | 70 | 13.896286 | 0.000000 | 0.0 | 0.0 | 25 | 0 | 0.000000 | 27 | 4.485 | 2.50 | 572 | 69.334574 | 4 | 56027 | 15.954774 | 0.000000 | 7.0 | 0.0 | 26 | 119515 | 2.818438 | 2498 | 56 | 511 | 70.305121 | 1092 | 1087 | 1281 | 2388 | 1281 | 5 | 1.529953 | 300 | 27.269064 | 1.00 |
| 3133 | 2041 | 29.424527 | 8.972173 | 9.0 | 4.1 | 236 | 73 | 30.932203 | 29 | 4.600 | 2.67 | 8049 | 83.800957 | 248 | 56029 | 3.526609 | 2.735320 | 19.0 | 20.0 | 303 | 1309593 | 2.736018 | 29083 | 56 | 1023 | 12.942213 | 15557 | 14968 | 13931 | 29324 | 13931 | 589 | 12.650866 | 2105 | 17.594134 | 3.17 |
| 3134 | 501 | 26.760031 | 0.000000 | 0.0 | 0.0 | 58 | 44 | 75.862069 | 31 | 4.325 | 2.60 | 2482 | 85.987753 | 33 | 56031 | 8.895634 | 3.277339 | 14.0 | 7.0 | 84 | 413255 | 2.905896 | 8740 | 56 | 1003 | 37.627305 | 4204 | 4040 | 4698 | 8566 | 4698 | 164 | 13.035027 | 1018 | 25.230907 | 1.56 |
| 3135 | 1606 | 23.908789 | 0.000000 | 0.0 | 7.2 | 264 | 172 | 65.151515 | 33 | 4.170 | 2.57 | 8039 | 81.344583 | 263 | 56033 | 3.060516 | 1.326539 | 17.0 | 10.0 | 614 | 1171696 | 3.424087 | 29924 | 56 | 2591 | 31.835548 | 15067 | 14495 | 14344 | 30233 | 14344 | 572 | 12.685279 | 1647 | 13.369693 | 4.55 |
| 3136 | 434 | 16.780618 | 0.000000 | 0.0 | 5.6 | 67 | 49 | 73.134328 | 35 | 4.610 | 2.89 | 2280 | 68.816658 | 164 | 56035 | 7.765209 | 5.721733 | 14.0 | 14.0 | 375 | 307765 | 3.059192 | 10032 | 56 | 379 | 11.400684 | 5741 | 5581 | 5859 | 9813 | 5859 | 160 | 9.312435 | 2656 | 52.784045 | 2.21 |
| 3137 | 2359 | 22.077780 | 6.111356 | 9.0 | 5.4 | 213 | 32 | 15.023474 | 37 | 4.285 | 2.67 | 11200 | 75.678053 | 176 | 56037 | 2.149278 | 0.652103 | 17.0 | 7.0 | 543 | 2324382 | 4.367487 | 44812 | 56 | 2251 | 20.768821 | 24289 | 23057 | 19102 | 43051 | 19102 | 1232 | 16.948523 | 2569 | 15.659697 | 11.37 |
| 3138 | 4080 | 61.417583 | 17.731756 | 14.0 | 3.7 | 640 | 390 | 60.937500 | 39 | 4.500 | 3.30 | 4981 | 66.667259 | 252 | 56039 | 4.716310 | 3.475176 | 20.0 | 20.0 | 611 | 1065803 | 3.457548 | 22623 | 56 | 419 | 5.555701 | 14646 | 14335 | 13292 | 23081 | 13292 | 311 | 7.095323 | 4716 | 41.312508 | 7.78 |
| 3139 | 953 | 21.699627 | 0.000000 | 0.0 | 0.0 | 128 | 41 | 32.031250 | 41 | 4.230 | 2.42 | 5399 | 78.245393 | 135 | 56041 | 4.022014 | 0.000000 | 15.0 | 0.0 | 289 | 949133 | 3.063025 | 20893 | 56 | 949 | 19.075717 | 10124 | 9477 | 8768 | 20299 | 8768 | 647 | 21.354182 | 1336 | 17.742059 | 3.90 |
| 3140 | 278 | 15.866034 | 0.000000 | 0.0 | 0.0 | 70 | 29 | 41.428571 | 43 | 4.350 | 2.75 | 2222 | 80.566005 | 66 | 56043 | 6.902799 | 3.560391 | 10.0 | 7.0 | 221 | 378207 | 3.468491 | 8351 | 56 | 310 | 14.336328 | 4085 | 3781 | 3811 | 7885 | 3811 | 304 | 24.866366 | 318 | 9.715972 | 0.09 |
| 3141 | 210 | 13.690571 | 0.000000 | 0.0 | 0.0 | 52 | 22 | 42.307692 | 45 | 4.490 | 3.00 | 2001 | 84.444514 | 42 | 56045 | 8.593574 | 4.605169 | 11.0 | 8.0 | 60 | 270149 | 4.722883 | 7175 | 56 | 439 | 22.118716 | 3434 | 3310 | 3498 | 6967 | 3498 | 124 | 12.065691 | 364 | 12.116570 | 1.02 |